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44 articles for “SD Optimal”
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Determinants of Short Inter-Birth Interval among Child Bearing Age Women in Mekelle City, Northern Ethiopia: Community Based Case Control Study
Abstract: Background: In Ethiopia, where there is high maternal mortality and fertility rate, enhancing optimal inter-birth interval is one of the key strategies to promote the health status of mothers and their children. The purpose of this study is therefore, to understand the determinants for having short inter-birth interval among women in child bearing age. Methods: This unmatched case-control study involved 330 (110 cases and 220 controls) women in child bearing …
Published in Research and Reviews : A Journal of Medical Science and Technology · Vol. 7, Issue 2, 2018 · pp. 6–20 Read article
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Accelerating Unsupervised Feature Learning: Parallelized Training of Denoising Autoencoders
Abstract: Unsupervised representation learning has become a cornerstone of contemporary machine learning, enabling algorithms to extract informative features from un-labelled, high-dimensional data. This work investigates the efficacy of stacked denoising autoencoders (SDAEs) trained via parallelized stochastic gradient descent (SGD) as a scalable approach to feature extraction. By strategically leveraging multi-threaded computation, our study systematically examines the trade-offs between increased parallelism, training efficiency, and the preservation of model accuracy. Experiments on the …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 12, Issue 3, 2025 · pp. 56–64 Read article
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Exploring Psychotropic Trends of Medication Use in Psychiatric Outpatients: An Observational Study at a Tertiary Care Hospital
Abstract: Background: Psychotropic medications are essential in managing a wide range of psychiatric disorders, including depression, anxiety, bipolar disorder, and schizophrenia. Prescribing habits in outpatient clinics can differ a lot depending on things like the patient’s age, background, and medical conditions. Aim: This study aims to explore the trends in psychotropic medication use among psychiatric outpatients at a tertiary care hospital, with a focus on understanding prescribing patterns, demographic factors, and …
Published in Research and Reviews: A Journal of Toxicology · Vol. 15, Issue 2, 2025 · pp. 15–23 Read article
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Identification of Specificity Determining Positions through Phylogenetic Studies and Molecular Modeling of ICP27 as a Drug Target of Herpes Simplex Virus-1
Abstract: An ever-growing effort to apply computational power to the combined chemical and biological space in order to streamline drug discovery, design, development and optimization can be achieved through computational approaches. Herpes simplex is an infection that is caused by a herpes simplex virus (HSV), and is one of the most common human infections transmissible to a body site. Infection with HSV can result in several diseases ranging from apparent infections …
Published in Research & Reviews: A Journal of Bioinformatics · Vol. 2, Issue 1, 2015 · pp. 32–43 Read article